Tao Wu

t.wu.1@research.gla.ac.uk

ORCID iDhttps://orcid.org/0000-0003-4459-2696

Research title: Optimisation Techniques for Microwave Antenna and Filter Design

Research Summary

Hi! I’m a third year PhD student in Electronic Engineering with James Watt School of Engineering, University of Glasgow, Scotland, UK, advised by Prof. Bo Liu. I obtained a BEng degree in Electronic Engineering from University of Glasgow, a BEng degree in Electronic Engineering from UESTC, and an MS degree in Computer Science from Georgia Institute of Technology, Atlanta, GA. I have also worked at MathWorks as a research intern.

My research interests lie at the intersection of artificial intelligence (AI) and radio frequency (RF) designs. I leaverage few-shot learning enhanced optimization and large language models (LLMs) to help RF engineers engage with efficient design. I have developed and upgraded optimization methods for RF designs, including proposing a new optimization method for pixelized antennas with a resolution of 2000 or higher (IEEE TAP), and refining optimization methods for microwave filters (also used for photonic filters ECOC2025) and power amplifers (IEEE TMTT). Recently, my work looks at digitalizing and streamlining RF design workflow by using LLMs (arXiv & GitHub).

 

Publications

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Jump to: Articles | Conference Proceedings
Number of items: 3.

Articles

Wu, Tao, Liu, Bo ORCID logoORCID: https://orcid.org/0000-0002-3093-4571, Hua, Qiang, Akinsolu, Mobayode O., Buch, Dhyey P., Adams, Jacob J., Imran, Muhammad ORCID logoORCID: https://orcid.org/0000-0003-4743-9136, Lazaridis, Pavlos, Pei, Rui and Excell, Peter (2025) An efficient method for complex digitally coded antenna design based on evolutionary computation and machine learning techniques. IEEE Transactions on Antennas and Propagation, (doi: 10.1109/TAP.2025.3618750) (Early Online Publication)

Liu, Bo ORCID logoORCID: https://orcid.org/0000-0002-3093-4571, Xue, Liyuan ORCID logoORCID: https://orcid.org/0000-0001-5849-9391, Fan, Haijun, Ding, Yuan, Imran, Muhammad ORCID logoORCID: https://orcid.org/0000-0003-4743-9136 and Wu, Tao (2025) An efficient and general automated power amplifier design method based on surrogate model assisted hybrid optimization technique. IEEE Transactions on Microwave Theory and Techniques, 73(2), pp. 926-937. (doi: 10.1109/TMTT.2024.3518913)

Conference Proceedings

Zhu, Simeng, Wu, Tao, Fan, Yizhe, Sun, Xiao, Liu, Bo ORCID logoORCID: https://orcid.org/0000-0002-3093-4571, Marsh, John H. ORCID logoORCID: https://orcid.org/0000-0002-2851-413X and Hou, Lianping ORCID logoORCID: https://orcid.org/0000-0001-8405-8389 (2025) Integrated Multi-Band Photonic Filter Based on MRR–SSG for Tunable Frequency Hopping. In: 51st European Conference on Optical Communication (ECOC 2025), Copenhagen, Denmark, 28 September - 2 October 2025, (Accepted for Publication)

This list was generated on Wed Dec 10 23:03:07 2025 GMT.

Supervisors

Grants

  1. MathWorks Industry Scholarship (Fully funded with stipend) 2023-2027